Biggest learning curve in 2026: Most of what you see online now is AI slop, and it's your job to weed through the land mines & find the actual signal. Unless you already have a head start in how Web 3.0 works, you're already well behind the curve.


Why? Because no matter how hard you work in 2027 & beyond, people will already be running circles around you, building their own algorithms & businesses that will eventually eliminate your productive role in society. So unless you catch up, you'll be left in Web 2.0 land, which is rapidly becoming just another data layer. By 2027 it will be extremely difficult to monetize any Web 2.0 business, and those who have failed to innovate beyond it (though they looked like geniuses at one point) will all be mere mortals.
I started WAY late in the game but now that I have some of the coding basics down (machines do 99% of the work anyway), it will not be difficult to move with the changing narratives and operate very quickly within the computer age. Just know that every piece of code you see people publish on here is absolute rubbish. Plug it into your terminal and it will throw every error you can think of. That's why you have to know how to use your frontier model of choice to take what's worthwhile from their ideas and turn it into something that actually works.
I'm not talking about copying verbatim. The minute you try to steal someone's idea, you are already on the losing end. Don't even experiment with it. Take the bits and pieces that look interesting (like parts from a scrap yard) and bring those into your own framework. Even if 1 part of a strategy seems interesting but the other 30 pieces are balderdash, you've still found more than the average person will. But the strongest edge still comes from what you discover on your own - the alpha that never makes its way to CT.
The minute you learn that everything here is clickbait, is when you start actually building something that works. Precisely ZERO of the posts claiming they plugged something into Claude or Chat and out came a working strategy overnight are real. They are all part of the AI slop built into the system to distract you from real productivity.
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